JOURNAL PUBLICATIONS

Regenwetter, M & Cavagnaro, D.R. (in press).  Removing the shackles of regression analysis: How to stay true to your theory of binary response probabilities.   Psychological Methods.  

Cavagnaro, D.R., Sensoy, B.A., Wang, Y., & Weisbach, M.S. (in press).  Measuring Institutional Investors' Skill from their Investments in Private Equity.  Journal of Finance.

Cavagnaro, D.R. & Davis-Stober, C.P. (in press).  A Model-Based Test for Treatment Effects with Probabilistic Classification.   Psychological Methods.  

Online supplement to: A Model-Based Test for Treatment Effects with Probabilistic Classification

Davis-Stober, C.P., McCarthy, D., Cavagnaro, D.R., Price, M., Brown, N. & Park, S. (in press).  Is cognitive impairment related to violations of rationality?  An alcohol intoxication study testing transitivity of preferences.  Decision.

Aranovich, G., Cavagnaro, D.R., Pitt, M.A., Myung, J.I., & Mathews, M.D. (2017). A Model-based Analysis of Decision making under Risk in Obsessive-Compulsive and Hoarding Disorders.    Journal of Psychiatric Research, 90, 126-132.

Regenwetter, M., Cavagnaro, D.R., Popova, A., Guo, Y., Zwilling, C., Lim, S.H., & Stevens, J.R. (2017). Heterogeneity and Parsimony in Intertemporal Choice.  Decision, 5(2), 63-94.

Cavagnaro, D.R., Aranovich, G., McClure, S., Pitt, M.A., & Myung, J.I. (2016). On the fucntional form of temporal discounting: An optimzed adaptive test.   Journal of Risk and Uncertainty, 52(3).  

Davis-Stober, C.P., Brown, N., & Cavagnaro, D.R. (2015). Individual Differences in the Algebraic Structure of Preferences.  Journal of Mathematical Psychology, 66, 70-82.  

Cavagnaro, D.R. & Davis-Stober, C.P. (2014). Transitive in our preferences but transitive in different ways: an analysis of choice variability. Decision, 1(2), 102-122.

Cavagnaro, D.R., Pitt, M.A., Gonzalez, R., & Myung, J.I. (2013). Discriminating Among Probability Weighting Functions Using Adaptive Design Optimization.   Journal of Risk and Uncertainty, 47(3), 255-289.

Cavagnaro, D.R., Gonzalez, R., Myung, J.I. & Pitt, M.A. (2013). Optimal Decision Stimuli for Risky Choice Experiments: An Adaptive Approach.   Management Science, 52(2), 358-375.

Myung, J.I., Cavagnaro, D.R., & Pitt, M.A. (2013). A Tutorial on Adaptive Design Optimization.   Journal of Mathematical Psychology. 57(3-4), 53-67.

Cavagnaro, D.R., Pitt, M.A., & Myung, J.I. (2011). Model Discrimination through Adaptive Experimentation.   Psychonomic Bulletin & Review, 18(1), 204-210.

Cavagnaro, D.R., Myung, J.I, Pitt, M.A. & Kujala, J.V. (2010). Adaptive Design Optimization: A Mutual Information Based Approach to Model Discrimination in Cognitive Science.   Neural Computation, 22(4), 887-905.

Regenwetter, M., Grofman, B., Popova, A., Messner,W., Davis-Stober, C.P. & Cavagnaro, D.R. (2008). Behavioural social choice: a status report.   Philosophical Transactions of the Royal Society B, 364(1518), 833-843.

Cavagnaro, D.R. (2007). Projection of a medium.   Journal of Mathematical Psychology, 52(1), 55-63.

 

CHAPTERS AND PROCEEDINGS

Myung, J.I., Cavagnaro, D.R., & Pitt, M.A. (in press). Model Evaluation and Selection. In W.H. Batchelder, H. Colonius, E. Dzhafarov, and J.I. Myung, (Eds.),   The new handbook of mathematical psychology, Volume 1: Measurement and methodology. London: Cambridge University Press.

Cavagnaro, D.R. (in press). Computational Approaches to Model Evaluation. In J.D. Wright (Ed.), The International Encyclopedia of Social and Behavioral Sciences, 2nd edition. Elsevier.

Cavagnaro, D.R., Myung, J.I. & Pitt, M.A. (2013). Mathematical Modeling. In T. Little (Ed.),   Oxford Handbook of Quantitative Methods Vol. 1. Oxford University Press.

Cavagnaro, D.R., Pitt, M.A. & Myung, J.I. (2010). Adaptive Design Optimization in Experiments with People.   Advances in Neural Information Processing Systems, 22, 234-242. MIT Press.

Myung, J.I., Pitt, M.A., Tang, Y. & Cavagnaro, D.R. (2009). Bayesian Adaptive Design of Psychology Experiments. In   Proceedings of the 2nd International Workshop in Sequential Methodologies. (CD ROM format).

Cavagnaro, D.R., Tang, Y., Myung, J.I. & Pitt, M.A. (2009). Better data with fewer participants and trials: Improving experiment efficiency with adaptive design optimization. In N. A. Taatgen & H. Van Rijn (eds.),   Proceedings of the 31th Annual Conference of the Cognitive Science Society. (pp. 93-98). Austin, TX: Cognitive Science Society.

 

RECENT PRESENTATION SLIDES

EMPG 2016 - Workshop on Probabilistic Specification and Quantitative Testing of Decision Theories:Bayesian Approaches